Collections / Spatially restricted immune and microbiota-driven adaptation of the gut [Spatial Transcriptomics]

Spatially restricted immune and microbiota-driven adaptation of the gut [Spatial Transcriptomics]

The intestine is characterized by an environment where host requirements for efficient nutrient and water absorption are consequently paired with the requirement to establish and maintain tolerance to the outside environment. The organ is anatomically organized into the small intestine (SI) which specializes in nutrient absorption and the colon which specializes in water resorption. The transcriptional and cellular circuits that define intestinal regionalization and their robustness, adaptability, and resilience to changes in the local environment are not well characterized. Here, we generated a comprehensive survey of the spatial and cellular landscape of the murine intestine to demonstrate the steady state transcriptional landscape of the murine intestine is robust, adaptable, and resilient to perturbation. We characterized the transcriptional landscape of the full length of the intestine and show it is established independently of the microbiota and is not under circadian regulation. In the colon, these regional circuits were characterized by unique subsets of structural cells. Moreover, we identified a spatial adaptation to the microbiota in the colon characterized by the emergence of unique structural cell subsets including an enterocyte, fibroblast, and goblet cell, with the later two co-occurring in space. Employing a model of acute spatiotemporal damage allowed us to show the spatial landscape and adaptations we identified are both resilient to inflammation. Our results demonstrate that intestinal circuits are under host control and spatial adaptations in the steady state as well as in the process of recovery from tissue damage in the inflamed state are primarily characterized by changes to structural cell types such as epithelial and stromal cells.

Datasets45
Size~2.3 GB
AssayVisium
Samplemouse · multiple
KindComparison
Flag a data issue
PMID:39567686 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse245274")
cohort.members        # the 45 datasets as a table

print(cohort.licenses())              # check the terms before you download

sdatas = cohort.to_dict()             # {uid: SpatialData}, cached locally
# or keep the .zarr files in a folder of your choice:
# sdatas = cohort.to_dict(dest="data/")
Python · lamindb

Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.

import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
coll = db.Collection.get(key="geo-gse245274")
coll.ordered_artifacts.to_dataframe()   # the 45 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]
Shell
# sddb client: download every member .zarr into data/
sddb-cli download --collection geo-gse245274 --dest data/

Licenses: 45 NCBI GEO policy

Open in Vitessce
Visium
Mouse intestine
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TechnologyVisium
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bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse intestine
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Open in Vitessce
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TechnologyVisium
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Open in Vitessce
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Open in Vitessce
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TechnologyVisium
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Open in Vitessce
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TechnologyVisium
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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TechnologyVisium
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bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
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Open in Vitessce
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TechnologyVisium
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bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
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TechnologyVisium
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bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
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TechnologyVisium
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bronze H&E NCBI GEO policy Open in Vitessce
Visium
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TechnologyVisium
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bronze H&E NCBI GEO policy
Open in Vitessce
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TechnologyVisium
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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TechnologyVisium
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Open in Vitessce
Visium
Mouse intestine
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TechnologyVisium
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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Open in Vitessce
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bronze H&E NCBI GEO policy Open in Vitessce

Cite this collection

doi.org/10.1038/s41586-024-08216-z ↗
BibTeX
@article{Mayassi_2024,
  title = {Spatially restricted immune and microbiota-driven adaptation of the gut},
  volume = {636},
  ISSN = {1476-4687},
  url = {http://dx.doi.org/10.1038/s41586-024-08216-z},
  DOI = {10.1038/s41586-024-08216-z},
  number = {8042},
  journal = {Nature},
  publisher = {Springer Science and Business Media LLC},
  author = {Mayassi, Toufic and Li, Chenhao and Segerstolpe, Åsa and Brown, Eric M. and Weisberg, Rebecca and Nakata, Toru and Yano, Hiroshi and Herbst, Paula and Artis, David and Graham, Daniel B. and Xavier, Ramnik J.},
  year = {2024},
  month = Nov,
  pages = {447–456}
}